Make the next AI decision a measurable one. Read the pilot guide →
Workplex.ai

From the Workplex desk

Ideas for the work behind legal work.

Writing on record review, defense work product, and the operations that decide how much of a matter reaches an attorney.

Records & chronologies 10

How to Reduce Workers' Comp File Review Time

File review is the largest block of unbilled-feeling time in most defense practices. The fix is not reading faster, it is changing what arrives on the desk.


6 min

AI Document Review vs. Associates

Framing it as software replacing associates gets the economics and the ethics wrong. The real comparison is between first-pass work and final work.


6 min

When the Machine Gets It Wrong

No extraction is perfect. What matters is whether you correct an error once, and whether the system learns your firm’s judgment instead of repeating it.


6 min

Cited Case Records From 23,000 Pages

Grounding every extracted fact in its source page turns a giant claim file into something a defense attorney can verify, trust, and sign.


6 min

Medical evidence & hearings 6

Deadlines & operations 6

Managing High-Volume Workers' Comp Defense

At high volume the constraint stops being legal skill and becomes throughput. That is an operations problem, and it responds to operations answers.


6 min

Six-State Statutes, One Deadline Clock

A defense firm with matters in six states is really running six different deadline calendars in its head. Here is what it looks like to run one instead.


6 min

Six Specialists You Never Have to Hire

Six back-office roles (correspondence, billing, drafting, settlement prep, deadlines, calendar), each with one job, all gated by the attorney.


6 min

Economics & adoption 10

What Is an AI-Native Law Firm?

An AI-native law firm runs a software first pass on every file and keeps attorneys on judgment and signing. What changes, what stays, and how firms start.


7 min

The Real Cost of a Reviewer's Hour

A page-turning hour and a strategy hour cost the same on the timesheet but are worth very different amounts. The math once you separate them.


5 min

The First Thirty Days

What actually happens between signing a pilot and seeing the first result — week by week, with no big-bang cutover and nothing riding on a perfect migration.


6 min

We Do the Work. You Do the Lawyering.

Why we stopped selling software and started delivering finished file work to workers’ comp defense teams: clerk work handled, judgment left to you.


6 min

Security & ethics 4

Privilege-Safe AI for Law Firms

The question is not whether AI is allowed. It is whether a given deployment preserves confidentiality, privilege, and the attorney’s duty of supervision.


7 min

Security, In Writing

Redaction that is a dial, not a promise. An audit trail nobody can quietly edit. What actually protects a defense firm’s case files, stated plainly.


6 min

Your Case Data Is Not Hostage

A firm’s records belong to the firm, not to whatever software holds them. Workplex reads from the systems you already use and never locks data in.


5 min